A security scanner named AgentScore, designed to detect command injection vulnerabilities in npm packages, underwent four rounds of iterative refinement over a 96-hour period in mid-May 2026. Initially, the scanner flagged 31 packages, leading to hypotheses of widespread developer error or scanner over-sensitivity. Through manual audits and the development of new context-aware mitigators, the scanner was improved to better distinguish between genuine threats and benign code patterns, such as internal helper paths or SQL queries. AI
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IMPACT Iterative improvements to security scanning tools can enhance the overall security posture of software supply chains.
RANK_REASON The cluster describes iterative improvements to a specific software tool, not a novel release or major industry event.